Cluster-type analogue memristor by engineering redox dynamics for high-performance neuromorphic computing by Jaehyun Kang, Taeyoon Kim, Suman Hu, Jaewook Kim, Joon Young Kwak, Jongkil Park, Jong Keuk Park, Inho Kim, Suyoun Lee, Sangbum Kim, YeonJoo Jeong

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Editorial: Understanding and bridging the gap between neuromorphic computing and machine learning, volume II by Lei Deng, Huajin Tang, Huajin Tang, Kaushik Roy

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An Overview of Neuromorphic Computing for Artificial Intelligence Enabled Hardware-Based Hopfield Neural Network by Zheqi Yu, Amir M. Abdulghani, Adnan Zahid, Hadi Heidari, Muhammad Ali Imran, Qammer H. Abbasi

Subjects: “…Neuromorphic computing…”
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SpikoPoniC: A Low-Cost Spiking Neuromorphic Computer for Smart Aquaponics by Ali Siddique, Jingqi Sun, Kung Jui Hou, Mang I. Vai, Sio Hang Pun, Muhammad Azhar Iqbal

“…Therefore, we design and present a novel neuromorphic computer that uses spiking neural networks (SNNs) for estimating not only the length but also the weight of the fish. …”
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Donor-acceptor-type poly[chalcogenoviologen-alt-triphenylamine] for synaptic biomimicking and neuromorphic computing by Zhizheng Zhao, Qiang Che, Kexin Wang, Mohamed E. El-Khouly, Jiaxuan Liu, Yubin Fu, Bin Zhang, Yu Chen

“…This work will be expected to offer a train of new thought for constructing high-performance synaptic biomimicking and neuromorphic computing system in the near future.…”
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Semiconductor lasers for photonic neuromorphic computing and photonic spiking neural networks: A perspective by Shuiying Xiang, Yanan Han, Shuang Gao, Ziwei Song, Yahui Zhang, Dianzhuang Zheng, Chengyang Yu, Xingxing Guo, XinTao Zeng, Zhiquan Huang, Yue Hao

“…Photonic neuromorphic computing has emerged as a promising avenue toward building a high-speed, low-latency, and energy-efficient non-von-Neumann computing system. …”
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Programmable nonlinear optical neuromorphic computing with bare 2D material MoS2 by Lei Tong, Yali Bi, Yilun Wang, Kai Peng, Xinyu Huang, Wei Ju, Zhuiri Peng, Zheng Li, Langlang Xu, Runfeng Lin, Xiangxiang Yu, Wenhao Shi, Hui Yu, Huajun Sun, Kanhao Xue, Qiang He, Ming Tang, Jianbin Xu, Xinliang Zhang, Jinshui Miao, Deep Jariwala, Wei Bao, Xiangshui Miao, Ping Wang, Lei Ye

“…Abstract Nonlinear optical responses in two-dimensional (2D) materials can build free-space optical neuromorphic computing systems. Ensuring the high performance and the tunability of the system is essential to encode diverse functions. …”
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Energy-Efficient on-Board Radio Resource Management for Satellite Communications via Neuromorphic Computing by Flor Ortiz, Nicolas Skatchkovsky, Eva Lagunas, Wallace A. Martins, Geoffrey Eappen, Saed Daoud, Osvaldo Simeone, Bipin Rajendran, Symeon Chatzinotas

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Research Progress on the Application of Topological Phase Transition Materials in the Field of Memristor and Neuromorphic Computing by Runqing Zhang, Rui Su, Chenglin Shen, Ruizi Xiao, Weiming Cheng, Xiangshui Miao

“…In addition, in order to improve the performance of memristors and better apply them to neuromorphic computing, methods such as ion doping, electrode selection, interface modulation, and preparation process control have been demonstrated in memristors based on topological phase transition materials. …”
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Back‐End CMOS Compatible and Flexible Ferroelectric Memories for Neuromorphic Computing and Adaptive Sensing by Sayani Majumdar

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Electrolyte Gated Transistors for Brain Inspired Neuromorphic Computing and Perception Applications: A Review by Weisheng Wang, Liqiang Zhu

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Recent Advancements in 2D Material-Based Memristor Technology Toward Neuromorphic Computing by Sungmin Park, Muhammad Naqi, Namgyu Lee, Suyoung Park, Seongin Hong, Byeong Hyeon Lee

“…Two-dimensional (2D) layered materials have recently gained significant attention and have been extensively studied for their potential applications in neuromorphic computing, where they are used to mimic the functions of the human brain. …”
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Evaluation of fluxon synapse device based on superconducting loops for energy efficient neuromorphic computing by Ashwani Kumar, Uday S. Goteti, Ertugrul Cubukcu, Robert C. Dynes, Duygu Kuzum

Subjects: “…neuromorphic computing…”
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Metal-organic framework single crystal for in-memory neuromorphic computing with a light control by Semyon V. Bachinin, Alexandr Marunchenko, Ivan Matchenya, Nikolai Zhestkij, Vladimir Shirobokov, Ekaterina Gunina, Alexander Novikov, Maria Timofeeva, Svyatoslav A. Povarov, Fengting Li, Valentin A. Milichko

“…Thereby, simultaneous data storage, processing, and neuromorphic computing on MOF, driven by light, pave the way for multifunctional in-memory computing architectures.…”
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LiNbO3-based memristors for neuromorphic computing applications: a review by Caxton Griffith Kibebe, Yue Liu

Subjects: “…neuromorphic computing…”
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TCAD Simulation of Resistive Switching Devices: Impact of ReRAM Configuration on Neuromorphic Computing by Seonggyeom Kim, Jonghwan Lee

Subjects: “…neuromorphic computing…”
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Molecular Tailoring to Achieve Long‐Term Plasticity in Organic Synaptic Transistors for Neuromorphic Computing by Naryung Kim, Gyeong-Tak Go, Hea-Lim Park, Yooseong Ahn, Jingwan Kim, Yeongjun Lee, Dae-Gyo Seo, Wanhee Lee, Yun-Hi Kim, Hoichang Yang, Tae-Woo Lee

“…To expand their applications toward neuromorphic computing that requires long‐term plasticity, artificial synapses with extended retention time should be developed. …”
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Polarization Pruning: Reliability Enhancement of Hafnia‐Based Ferroelectric Devices for Memory and Neuromorphic Computing by Ryun‐Han Koo, Wonjun Shin, Jangsaeng Kim, Jiyong Yim, Jonghyun Ko, Gyuweon Jung, Jiseong Im, Sung‐Ho Park, Jae‐Joon Kim, Suraj S Cheema, Daewoong Kwon, Jong‐Ho Lee

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Atomic Nb-doping of WS2 for high-performance synaptic transistors in neuromorphic computing by Kejie Guan, Yinxiao Li, Lin Liu, Fuqin Sun, Yingyi Wang, Zhuo Zheng, Weifan Zhou, Cheng Zhang, Zhengyang Cai, Xiaowei Wang, Simin Feng, Ting Zhang

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Hybrid Perovskite‐Based Flexible and Stable Memristor by Complete Solution Process for Neuromorphic Computing by Mansi Patel, Dhananjay D. Kumbhar, Jeny Gosai, Muddam Raja Sekhar, Arun Tej Mallajosyula, Ankur Solanki

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